The predictions seems quite good, according to the data we had above.

Conclusion

Here is the end of our study on a machine learning case involving airbnb apartments. This study not only allowed us to improve our machine learning skills but also to understand how machine learning actually works, and how features are taken into account by the different models.

Limits and critics

Of course our study isn't perfect, and some points still needed to be improved. Here's a list of some changes we should think of.